Frontier Internet · 2 days ago
Machine Learning Engineer
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Responsibilities
Collaborate with cross-functional teams to identify opportunities for applying machine learning techniques to optimize network infrastructure and improve service delivery
Develop and deploy machine learning models for predictive maintenance, anomaly detection, and network optimization, contributing to the enhancement of fiber optic and DSL services
Utilize Databricks and AWS platforms proficiently to design scalable and efficient machine-learning pipelines
Implement and maintain production-grade ML systems, ensuring reliability, scalability, and robustness
Conduct a thorough analysis of data to derive actionable business insights, contributing to data-driven decision-making processes at Frontier
Continuously research and experiment with cutting-edge machine learning algorithms and technologies to drive innovation within the organization
Qualification
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Required
Master's degree (with +4 years industrial experience) or PhD degree (with +2 years industrial experience) in Computer Science, Engineering, or a related field
Proven experience in developing and deploying machine learning models using Python
Proficiency in Databricks for data processing, analysis, and model development and deployment
Strong understanding of AWS services and infrastructure, including but not limited to S3, EC2, SageMaker, and AWS Lambda
Solid foundation in statistics, data structures, and algorithms
Excellent problem-solving skills with a keen attention to detail
Effective communication skills with the ability to collaborate in a team environment
Preferred
Experience working in the telecommunications or ISP industry
Familiarity with network optimization, performance analysis, or related areas
Knowledge of fiber optic networks and their operational dynamics
Previous contributions to open-source ML projects or publications in relevant conferences/journals
Benefits
20 PTO (Paid Time Off) days + 10 paid holidays per year
Day one medical, dental, vision and prescription drug plan
401k match of 50% on 6% of eligible compensation
Same-sex spouse and domestic partner benefits coverage
10 weeks of paid parental leave, 3 weeks of paid caregiver leave and up to $10k in adoption program assistance
Company
Frontier Internet
Frontier is the largest pure-play fiber provider in the United States.
H1B Sponsorship
Frontier Internet has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2021 (3)
2020 (7)
Funding
Current Stage
Public CompanyTotal Funding
$1.61BKey Investors
Illinois Department of Commerce & Economic Opportunity
2024-03-25Grant· $24.7M
2023-08-02Post Ipo Debt· $1.59B
2011-12-30IPO· nasdaq:FTR
Recent News
2024-06-04
2024-06-04
2024-06-04
Company data provided by crunchbase